finish fields docs intial ver,add test for related name, fix child_name(s) in reverse relations
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docs/fields.md
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docs/fields.md
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# Fields
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There are 11 basic model field types and a special `ForeignKey` field to establish relationships between models.
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Each of the `Fields` has assigned both `sqlalchemy` column class and python type that is used to create `pydantic` model.
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## Common Parameters
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All `Field` types have a set of common parameters.
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### primary_key
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`primary_key`: `bool` = `False` -> by default False.
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Sets the primary key column on a table, foreign keys always refer to the pk of the `Model`.
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Used in sql only.
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### autoincrement
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`autoincrement`: `bool` = `primary_key and type == int` -> defaults to True if column is a primary key and of type Integer, otherwise False.
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Can be only used with int fields.
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If a field has autoincrement it becomes optional.
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Used only in sql.
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### nullable
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`nullable`: `bool` = `not primary_key` -> defaults to False for primary key column, and True for all other.
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Specifies if field is optional or required, used both with sql and pydantic.
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!!!note
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By default all `ForeignKeys` are also nullable, meaning the related `Model` is not required.
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If you change the `ForeignKey` column to `nullable`, it not only becomes required, it changes also the way in which data is loaded in queries.
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If you select `Model` without explicitly adding related `Model` assigned by not nullable `ForeignKey`, the `Model` is still gona be appended automatically, see example below.
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```Python hl_lines="24 32 33 34 35 37 38 39 40 41"
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--8<-- "../docs_src/fields/docs003.py"
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```
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!!!info
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If you want to know more about how you can preload related models during queries and how the relations work read the [queries][queries] and [relations][relations] sections.
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### default
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`default`: `Any` = `None` -> defaults to None.
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A default value used if no other value is passed.
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In sql invoked on an insert, used during pydantic model definition.
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If the field has a default value it becomes optional.
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You can pass a static value or a Callable (function etc.)
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Used both in sql and pydantic.
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### server default
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`server_default`: `Any` = `None` -> defaults to None.
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A default value used if no other value is passed.
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In sql invoked on the server side so you can pass i.e. sql function (like now() wrapped in sqlalchemy text() clause).
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If the field has a server_default value it becomes optional.
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You can pass a static value or a Callable (function etc.)
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Used in sql only.
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### index
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`index`: `bool` = `False` -> by default False,
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Sets the index on a table's column.
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Used in sql only.
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### unique
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`unique`: `bool` = `False`
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Sets the unique constraint on a table's column.
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Used in sql only.
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## Fields Types
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### String
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`String(length)` has a required `length` parameter.
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* Sqlalchemy column: `sqlalchemy.String`
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* Type (used for pydantic): `str`
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### Text
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`Text()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.Text`
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* Type (used for pydantic): `str`
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### Boolean
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`Boolean()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.Boolean`
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* Type (used for pydantic): `bool`
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### Integer
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`Integer()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.Integer`
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* Type (used for pydantic): `int`
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### BigInteger
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`BigInteger()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.BigInteger`
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* Type (used for pydantic): `int`
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### Float
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`Float()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.Float`
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* Type (used for pydantic): `float`
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### Decimal
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`Decimal(lenght, precision)` has required `length` and `precision` parameters.
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* Sqlalchemy column: `sqlalchemy.DECIMAL`
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* Type (used for pydantic): `decimal.Decimal`
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### Date
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`Date()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.Date`
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* Type (used for pydantic): `datetime.date`
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### Time
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`Time()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.Time`
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* Type (used for pydantic): `datetime.time`
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### DateTime
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`DateTime()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.DateTime`
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* Type (used for pydantic): `datetime.datetime`
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### JSON
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`JSON()` has no required parameters.
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* Sqlalchemy column: `sqlalchemy.JSON`
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* Type (used for pydantic): `pydantic.Json`
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### ForeignKey
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`ForeignKey(to, related_name=None)` has required parameters `to` that takes target `Model` class.
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Sqlalchemy column and Type are automatically taken from target `Model`.
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* Sqlalchemy column: class of a target `Model` primary key column
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* Type (used for pydantic): type of a target `Model` primary key column
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`ForeignKey` fields are automatically registering reverse side of the relation.
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By default it's child (source) `Model` name + s, like courses in snippet below:
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```Python hl_lines="25 31"
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--8<-- "../docs_src/fields/docs001.py"
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```
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But you can overwrite this name by providing `related_name` parameter like below:
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```Python hl_lines="25 30"
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--8<-- "../docs_src/fields/docs002.py"
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```
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!!!tip
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Since related models are coming from Relationship Manager the reverse relation on access returns list of `wekref.proxy` to avoid circular references.
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!!!info
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All relations are stored in lists, but when you access parent `Model` the ORM is unpacking the value for you.
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Read more in [relations][relations].
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[relations]: ./relations.md
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[queries]: ./queries.md
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214
docs/index.md
214
docs/index.md
@ -1,17 +1,207 @@
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# Welcome to MkDocs
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# Async-ORM
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For full documentation visit [mkdocs.org](https://www.mkdocs.org).
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<p>
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<a href="https://travis-ci.com/collerek/async-orm">
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<img src="https://travis-ci.com/collerek/async-orm.svg?branch=master" alt="Build Status">
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</a>
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<a href="https://codecov.io/gh/collerek/async-orm">
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<img src="https://codecov.io/gh/collerek/async-orm/branch/master/graph/badge.svg" alt="Coverage">
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</a>
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<a href="https://www.codefactor.io/repository/github/collerek/async-orm">
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<img src="https://www.codefactor.io/repository/github/collerek/async-orm/badge" alt="CodeFactor" />
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</a>
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<a href="https://app.codacy.com/manual/collerek/async-orm?utm_source=github.com&utm_medium=referral&utm_content=collerek/async-orm&utm_campaign=Badge_Grade_Dashboard">
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<img src="https://api.codacy.com/project/badge/Grade/62568734f70f49cd8ea7a1a0b2d0c107" alt="Codacy" />
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</a>
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</p>
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## Commands
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The `async-orm` package is an async ORM for Python, with support for Postgres,
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MySQL, and SQLite. ORM is built with:
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* `mkdocs new [dir-name]` - Create a new project.
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* `mkdocs serve` - Start the live-reloading docs server.
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* `mkdocs build` - Build the documentation site.
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* `mkdocs -h` - Print help message and exit.
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* [`SQLAlchemy core`][sqlalchemy-core] for query building.
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* [`databases`][databases] for cross-database async support.
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* [`pydantic`][pydantic] for data validation.
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## Project layout
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Because ORM is built on SQLAlchemy core, you can use [`alembic`][alembic] to provide
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database migrations.
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mkdocs.yml # The configuration file.
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docs/
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index.md # The documentation homepage.
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... # Other markdown pages, images and other files.
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The goal was to create a simple orm that can be used directly with [`fastapi`][fastapi] that bases it's data validation on pydantic.
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Initial work was inspired by [`encode/orm`][encode/orm].
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The encode package was too simple (i.e. no ability to join two times to the same table) and used typesystem for data checks.
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**async-orm is still under development:** We recommend pinning any dependencies with `aorm~=0.0.1`
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**Note**: Use `ipython` to try this from the console, since it supports `await`.
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```python
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import databases
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import orm
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import sqlalchemy
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database = databases.Database("sqlite:///db.sqlite")
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metadata = sqlalchemy.MetaData()
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class Note(orm.Model):
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__tablename__ = "notes"
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__database__ = database
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__metadata__ = metadata
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# primary keys of type int by dafault are set to autoincrement
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id = orm.Integer(primary_key=True)
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text = orm.String(length=100)
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completed = orm.Boolean(default=False)
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# Create the database
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engine = sqlalchemy.create_engine(str(database.url))
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metadata.create_all(engine)
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# .create()
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await Note.objects.create(text="Buy the groceries.", completed=False)
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await Note.objects.create(text="Call Mum.", completed=True)
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await Note.objects.create(text="Send invoices.", completed=True)
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# .all()
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notes = await Note.objects.all()
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# .filter()
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notes = await Note.objects.filter(completed=True).all()
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# exact, iexact, contains, icontains, lt, lte, gt, gte, in
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notes = await Note.objects.filter(text__icontains="mum").all()
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# .get()
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note = await Note.objects.get(id=1)
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# .update()
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await note.update(completed=True)
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# .delete()
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await note.delete()
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# 'pk' always refers to the primary key
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note = await Note.objects.get(pk=2)
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note.pk # 2
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```
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ORM supports loading and filtering across foreign keys...
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```python
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import databases
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import orm
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import sqlalchemy
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database = databases.Database("sqlite:///db.sqlite")
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metadata = sqlalchemy.MetaData()
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class Album(orm.Model):
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__tablename__ = "album"
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__metadata__ = metadata
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__database__ = database
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id = orm.Integer(primary_key=True)
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name = orm.String(length=100)
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class Track(orm.Model):
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__tablename__ = "track"
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__metadata__ = metadata
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__database__ = database
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id = orm.Integer(primary_key=True)
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album = orm.ForeignKey(Album)
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title = orm.String(length=100)
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position = orm.Integer()
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# Create some records to work with.
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malibu = await Album.objects.create(name="Malibu")
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await Track.objects.create(album=malibu, title="The Bird", position=1)
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await Track.objects.create(album=malibu, title="Heart don't stand a chance", position=2)
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await Track.objects.create(album=malibu, title="The Waters", position=3)
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fantasies = await Album.objects.create(name="Fantasies")
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await Track.objects.create(album=fantasies, title="Help I'm Alive", position=1)
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await Track.objects.create(album=fantasies, title="Sick Muse", position=2)
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# Fetch an instance, without loading a foreign key relationship on it.
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track = await Track.objects.get(title="The Bird")
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# We have an album instance, but it only has the primary key populated
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print(track.album) # Album(id=1) [sparse]
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print(track.album.pk) # 1
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print(track.album.name) # Raises AttributeError
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# Load the relationship from the database
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await track.album.load()
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assert track.album.name == "Malibu"
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# This time, fetch an instance, loading the foreign key relationship.
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track = await Track.objects.select_related("album").get(title="The Bird")
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assert track.album.name == "Malibu"
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# By default you also get a second side of the relation
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# constructed as lowercase source model name +'s' (tracks in this case)
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# you can also provide custom name with parameter related_name
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album = await Album.objects.select_related("tracks").all()
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assert len(album.tracks) == 3
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# Fetch instances, with a filter across an FK relationship.
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tracks = Track.objects.filter(album__name="Fantasies")
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assert len(tracks) == 2
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# Fetch instances, with a filter and operator across an FK relationship.
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tracks = Track.objects.filter(album__name__iexact="fantasies")
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assert len(tracks) == 2
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# Limit a query
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tracks = await Track.objects.limit(1).all()
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assert len(tracks) == 1
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```
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## Data types
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The following keyword arguments are supported on all field types.
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* `primary_key`
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* `nullable`
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* `default`
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* `server_default`
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* `index`
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* `unique`
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## Model Fields
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### Common parameters
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All fields are required unless one of the following is set:
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* `nullable` - Creates a nullable column. Sets the default to `None`.
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* `default` - Set a default value for the field.
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* `server_default` - Set a default value for the field on server side (like sqlalchemy's `func.now()`).
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* `primary key` - Set a primary key on a column.
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* `autoincrement` - When a column is set to primary key and autoincrement is set on this column.
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Autoincrement is set by default on int primary keys.
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### Fields Types
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* `orm.String(length)`
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* `orm.Text()`
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* `orm.Boolean()`
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* `orm.Integer()`
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* `orm.Float()`
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* `orm.Date()`
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* `orm.Time()`
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* `orm.DateTime()`
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* `orm.JSON()`
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* `orm.BigInteger()`
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* `orm.Decimal(lenght, precision)`
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[sqlalchemy-core]: https://docs.sqlalchemy.org/en/latest/core/
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[databases]: https://github.com/encode/databases
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[pydantic]: https://pydantic-docs.helpmanual.io/
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[encode/orm]: https://github.com/encode/orm/
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[alembic]: https://alembic.sqlalchemy.org/en/latest/
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[fastapi]: https://fastapi.tiangolo.com/
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